| Paper Abstract and Keywords |
| Presentation |
2021-02-27 14:00
A System for Joining Body Part Motions Using Reinforcement Learning
Takumu Matsushita, Asako Soga (Ryukoku Univ) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this study, we developed a system for joining body-part motions using reinforcement learning with the aim of supporting the creation of choreography. The system generates short choreographic motions and displays animations of them. The generated motions are learned based on feature values using reinforcement learning. In order to verify that learning with different weights generates motions with different characteristics, an evaluation of impressions was conducted by having subjects compare generated motions. As a result, it was found that the larger the weight given, the greater the immobility. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Machine Learning / Reinforcement Learning / Animation / Motion Synthesis / Creation Support / / / |
| Reference Info. |
ITE Tech. Rep., vol. 45, no. 6, ME2021-43, pp. 57-58, Feb. 2021. |
| Paper # |
ME2021-43 |
| Date of Issue |
2021-02-20 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
ME |
| Conference Date |
2021-02-27 - 2021-02-27 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2021-02-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A System for Joining Body Part Motions Using Reinforcement Learning |
| Sub Title (in English) |
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| Keyword(1) |
Machine Learning |
| Keyword(2) |
Reinforcement Learning |
| Keyword(3) |
Animation |
| Keyword(4) |
Motion Synthesis |
| Keyword(5) |
Creation Support |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takumu Matsushita |
| 1st Author's Affiliation |
Ryukoku University (Ryukoku Univ) |
| 2nd Author's Name |
Asako Soga |
| 2nd Author's Affiliation |
Ryukoku University (Ryukoku Univ) |
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| Speaker |
Author-1 |
| Date Time |
2021-02-27 14:00:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
ME2021-43 |
| Volume (vol) |
vol.45 |
| Number (no) |
no.6 |
| Page |
pp.57-58 |
| #Pages |
2 |
| Date of Issue |
2021-02-20 (ME) |